Machine Learning

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Overview

  

  Machine learning is the science of getting computers to act without  being explicitly programmed. The objective of this program is to provide  a broad introduction to Machine Learning, Data Mining, and Statistical  Pattern Recognition.   



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Topics Covered

 

1. Supervised learning 

    - Parametric/non-Parametric Algorithms

    - Support Vector machines (SVM)

    - Kernels

    - Neural Networks

2. Unsupervised learning 

    - Clustering

    - Dimensionality/Feature reduction

    - Recommender systems

    - Deep Learning

3. Best practices in machine learning 

    - Bias/variance theory

    - Innovation process in machine learning and AI

4. Application of Machine  Learning Algorithms 

     - Building smart robots, 

     - Text understanding – web  search, anti-spam, 

     - Computer vision, 

     - Medical informatics, 

     - Speech/audio recognition

     - Data  mining

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Logistics


  • Number of Sessions: 30 
  • Start Date: Monday January 13th, 2020
  • Timing: Mondays 7:30 PM- 9:00 PM 
  • Location: Project Self Wellness Center, 1596 US Highway 130, North Brunswick, NJ, 08902
  • Fees:  Free of cost (Donations are welcome) 

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